MILab-PKU / dcptLinks
Offical implementation of Universal Image Restoration Pre-training via Degradation Classification (ICLR2025).
☆45Updated 4 months ago
Alternatives and similar repositories for dcpt
Users that are interested in dcpt are comparing it to the libraries listed below
Sorting:
- [CVPR 2025] Complexity Experts are Task-Discriminative Learners for Any Image Restoration☆65Updated 2 months ago
- [arXiv 2024] LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration☆67Updated last week
- ☆86Updated 4 months ago
- [CVIU 2024] Coarse-to-Fine Mechanisms Mitigate Diffusion Limitations on Image Restoration☆42Updated 9 months ago
- ☆48Updated 3 weeks ago
- PyTorch implementation for Test-Time Degradation Adaptation for Open-Set Image Restoration (ICML 2024, Spotlight)☆15Updated 10 months ago
- [TIP 2024] Official Implementation of "Neural Degradation Representation Learning for All-In-One Image Restoration"☆32Updated 6 months ago
- ECCV2024:A Comparative Study of Image Restoration Networks for General Backbone Network Design☆113Updated 4 months ago
- [ECCV 2024] Restore Anything with Masks: Leveraging Mask Image Modeling for Blind All-in-One Image Restoration☆75Updated 3 months ago
- Maximize Efficiency, Elevate Accuracy: Slash GPU Hours by Half with Efficient Pre-training!☆57Updated last year
- ☆23Updated 4 months ago
- Seeing the Unseen: A Frequency Prompt Guided Transformer for Image Restoration☆43Updated 10 months ago
- [ECCV‘24] Teaching Tailored to Talent: Adverse Weather Restoration via Prompt Pool and Depth-Anything Constraint☆34Updated 7 months ago
- ☆50Updated last year
- ☆23Updated last year
- Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy☆76Updated last year
- ☆78Updated 2 months ago
- [AAAI 2024] Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration☆35Updated last year
- Codes of Interpreting Low-level Vision Models with Causal Effect Maps☆26Updated 4 months ago
- [CVPR 2025] Efficient Visual State Space Model for Image Deblurring☆54Updated this week
- Xformer: Hybrid X-Shaped Transformer for Image Denoising☆44Updated last year
- ☆72Updated 2 months ago
- [arXiv 2023] Improving Image Restoration through Removing Degradations in Textual Representations☆86Updated last year
- The code source of MoE-DiffIR☆37Updated 2 months ago
- ☆46Updated 10 months ago
- [ECCV2024] "Raindrop Clarity: A Dual-Focused Dataset for Day and Night Raindrop Removal", https://arxiv.org/abs/2407.16957☆52Updated 2 months ago
- The official Pytorch Implementation of AnyIR for All in One Image Restoration☆25Updated 4 months ago
- [ECCV 2024] UniProcessor: A Text-induced Unified Low-level Image Processor☆25Updated 5 months ago
- ProRes: Exploring Degradation-aware Visual Prompt for Universal Image Restoration☆102Updated 7 months ago
- CVPR2024: Transfer CLIP for Generalizable Image Denoising☆78Updated last year